12AB5i80MShTsFKuNJNGXjYZQ

All of Netflix’s HDR video streaming is now dynamically optimized

by Aditya Mavlankar, Zhi Li, Lukáš Krasula and Christos Bampis High dynamic range (HDR) video brings a wider range of luminance and a wider gamut of colors, paving the way for a stunning viewing experience. Separately, our invention of Dynamically Optimized (DO) encoding helps achieve optimized bitrate-quality tradeoffs depending on the complexity of the content. HDR was …

How blockchain enables trust in water trading

Australia pioneered water rights trading in the early 1900s, becoming a world leader in water sharing between valleys. The initiative extended throughout the states of Australia across the Murray-Darling Basin (MDB). However, findings from the water market’s inquiry of the MDB, completed by the Australian Consumer and Competition Commission (ACCC) and the Department of Climate …

ml 157image001

Accelerate data preparation for ML in Amazon SageMaker Canvas

Data preparation is a crucial step in any machine learning (ML) workflow, yet it often involves tedious and time-consuming tasks. Amazon SageMaker Canvas now supports comprehensive data preparation capabilities powered by Amazon SageMaker Data Wrangler. With this integration, SageMaker Canvas provides customers with an end-to-end no-code workspace to prepare data, build and use ML and …

Best practices for augmenting human intelligence with AI

Artificial Intelligence (AI) should be designed to include and balance human oversight, agency, and accountability over decisions across the AI lifecycle. IBM’s first Principle for Trust and Transparency states that the purpose of AI is to augment human intelligence. Augmented human intelligence means that the use of AI enhances human intelligence, rather than operating independently …

ML 15867 image001

Learn how to assess the risk of AI systems

Artificial intelligence (AI) is a rapidly evolving field with the potential to improve and transform many aspects of society. In 2023, the pace of adoption of AI technologies has accelerated further with the development of powerful foundation models (FMs) and a resulting advancement in generative AI capabilities. At Amazon, we have launched multiple generative AI …

12AfM3Bn8JL cpOzTM2aXKBHg

Netflix Original Research: MIT CODE 2023

Netflix was thrilled to be the premier sponsor for the 2nd year in a row at the 2023 Conference on Digital Experimentation (CODE@MIT) in Cambridge, MA. The conference features a balanced blend of academic and industry research from some wicked smart folks, and we’re proud to have contributed a number of talks and posters along …

IBM watsonx AI and data platform, security solutions and consulting services for generative AI to be showcased at AWS re:Invent

According to a Gartner® report, “By 2026, more than 80% of enterprises will have used generative AI APIs or models, and/or deployed GenAI-enabled applications in production environments, up from less than 5% in 2023.”* However, to be successful they need the flexibility to run it on their existing cloud environments. That’s why we continue expanding …

chetan 100

Introducing three new NVIDIA GPU-based Amazon EC2 instances

Amazon Elastic Compute Cloud (Amazon EC2) accelerated computing portfolio offers the broadest choice of accelerators to power your artificial intelligence (AI), machine learning (ML), graphics, and high performance computing (HPC) workloads. We are excited to announce the expansion of this portfolio with three new instances featuring the latest NVIDIA GPUs: Amazon EC2 P5e instances powered …